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Pengfei Zhu

  1. ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
    2019/10/08 by Qilong Wang, Wang, Qilong, Banggu Wu +9 · 46 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  2. Detection and Tracking Meet Drones Challenge
    2020/01/16 by Pengfei Zhu, Zhu, Pengfei, Longyin Wen +11 · 43 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #UAV Applications and Optimization #Video Surveillance and Tracking Methods
  3. ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
    2020/06/01 by Qilong Wang, Banggu Wu, Pengfei Zhu +3 · 40 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  4. Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning
    2020/03/05 by Yiming Sun, Sun, Yiming, Bing Cao +5 · 21 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  5. Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion
    2023/02/02 by Yiming Sun, Sun, Yiming, Bing Cao +5 · 13 citations
    Engineering · Computer Science · #Advanced Image Fusion Techniques #Image Enhancement Techniques #Photoacoustic and Ultrasonic Imaging
  6. Task-Customized Mixture of Adapters for General Image Fusion
    2024/03/19 by Pengfei Zhu, Zhu, Pengfei, Yang Sun +5 · 10 citations
    Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. On Improving Deep Reinforcement Learning for POMDPs
    2017/04/26 by Pengfei Zhu, Xin Li, Zhu, Pengfei +5 · 5 citations
    Computer Science · Engineering · #Elevator Systems and Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Search Problems
  8. PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report
    2018/10/03 by Andrey Ignatov, Radu Timofte, Ignatov, Andrey +91 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
  9. Multi-Drone based Single Object Tracking with Agent Sharing Network
    2020/03/16 by Pengfei Zhu, Zhu, Pengfei, Jiayu Zheng +9 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #UAV Applications and Optimization #Video Surveillance and Tracking Methods
  10. Conditional Controllable Image Fusion
    2024/11/03 by Bing Cao, Xingxin Xu, Cao, Bing +7 · 5 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Remote-Sensing Image Classification #electronic engineering #information engineering
  11. Every Node is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering
    2024/01/12 by Pengfei Zhu, Zhu, Pengfei, Qian Wang +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
  12. Tuning Pre-trained Model via Moment Probing
    2023/07/21 by Mingze Gao, Qilong Wang, Gao, Mingze +9 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
  13. HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping
    2022/12/13 by Qinghe Wang, Lijie Liu, Wang, Qinghe +11 · 2 citations
    Computer Science · Engineering · Medicine · #AI in cancer detection #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders
  14. Fuzzy Rough Set Based Feature Selection for Large-Scale Hierarchical Classification
    2019/01/24 by Hong Zhao, Ping Wang, Qinghua Hu +1 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Rough Sets and Fuzzy Logic #Text and Document Classification Technologies
  15. AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning
    2024/04/13 by Yuwei Tang, Zhenyi Lin, Tang, Yuwei +7 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  16. Frequency multiplexed photothermal correlation tomography for non-destructive evaluation of manufactured materials
    2025/01/09 by Pengfei Zhu, Rongbang Wang, Koneswaran Sivagurunathan +6 · 1 voice · 3 citations
    Engineering · Medicine · #Thermography and Photoacoustic Techniques #Photoacoustic and Ultrasonic Imaging #Infrared Thermography in Medicine
  17. Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark
    2021/05/06 by Longyin Wen, Wen, Longyin, Dawei Du +11 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #UAV Applications and Optimization #Video Surveillance and Tracking Methods
  18. Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding
    2022/06/21 by Junwen Pan, Guanlin Chen, Pan, Junwen +11 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
  19. Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network
    2019/12/04 by Longyin Wen, Wen, Longyin, Dawei Du +11 · 1 citation
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
  20. Quantitative Infrared Thermographic Assessment of Hand Cooling Dynamics During Controlled Contact with Metal Plates
    2026/07/17 by Pengfei Zhu, Hai Zhang, Stefano Sfarra +4
    #physics.app-ph #physics.med-ph